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Employment (1)

Ericsson AB: Bengaluru, Karnataka, IN

2021-05-06 to present | Senior Data Scientist (Global AI Accelerator)
Employment
Source: Self-asserted source
Sumit Soman

Professional activities (2)

Institute of Electrical and Electronics Engineers: Piscataway, New Jersey, US

2020-02-15 | Senior Member
Distinction
Source: Self-asserted source
Sumit Soman

Centre for Development of Advanced Computing: Pune, Maharashtra, IN

2019-08-15 | Director General CDAC's Young Innovator Award (Health Informatics)
Distinction
Source: Self-asserted source
Sumit Soman

Works (37)

Minimal Complexity Machines Under Weight Quantization

IEEE Transactions on Computers
2021-08-01 | Journal article
Contributors: Mayank Sharma; Sumit Soman; Jayadeva
Source: check_circle
Crossref

Neurodynamical classifiers with low model complexity

Neural Networks
2020-12 | Journal article
Contributors: Himanshu Pant; Sumit Soman; Jayadeva; Amit Bhaya
Source: check_circle
Crossref

A distributed architecture for hospital management systems with synchronized EHR

CSI Transactions on ICT
2020-09-18 | Journal article
Contributors: Sumit Soman; Priyesh Ranjan; P. K. Srivastava
Source: check_circle
Crossref

Sparsity in function and derivative approximation via the empirical feature space

Information Sciences
2020-02 | Journal article
Contributors: Sumit Soman; Jayadeva; Rajat Thakur; Mayank Sharma; Suresh Chandra
Source: check_circle
Crossref

Learning from low training data using classifiers with derivative constraints

ACM International Conference Proceeding Series
2019 | Conference paper
EID:

2-s2.0-85061163154

Contributors: Soman, S.; Jayadeva
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Twin Neural Networks for the classification of large unbalanced datasets

Neurocomputing
2019-05 | Journal article
Contributors: Jayadeva; Himanshu Pant; Mayank Sharma; Sumit Soman
Source: check_circle
Crossref

An Approach for Implementation of SNOMED-CT in Healthcare Information Systems

2017 14th IEEE India Council International Conference, INDICON 2017
2018 | Conference paper
EID:

2-s2.0-85056416212

Contributors: Sharma, P.; Soman, S.; Srivastava, P.K.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Eigen-MM: EigenAnt Modified Mtsls1 for local search

Swarm and Evolutionary Computation
2018 | Journal article
EID:

2-s2.0-85047228250

Contributors: Kumar, U.; Soman, S.; Jayadeva
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Non-Mercer Large Scale Multiclass Least Squares Minimal Complexity Machines

Proceedings of the International Joint Conference on Neural Networks
2018 | Conference paper
EID:

2-s2.0-85056535131

Contributors: Sharma, M.; Soman, S.; Jayadeva; Pant, H.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Streamlining Payment Workflows Using a Patient Wallet for Hospital Information Systems

Proceedings - IEEE Symposium on Computer-Based Medical Systems
2018 | Conference paper
EID:

2-s2.0-85050996789

Contributors: Ranjan, P.; Soman, S.; Ateria, A.K.; Srivastava, P.K.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Twin Neural Networks for Efficient EEG Signal Classification

Proceedings of the International Joint Conference on Neural Networks
2018 | Conference paper
EID:

2-s2.0-85056555469

Contributors: Pant, H.; Soman, S.; Jayadeva; Sharma, M.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Ultra-Sparse Classifiers Through Minimizing the VC Dimension in the Empirical Feature Space: Submitted to the Special Issue on “Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition”

Neural Processing Letters
2018 | Journal article
EID:

2-s2.0-85042064094

Contributors: Jayadeva; Sharma, M.; Soman, S.; Pant, H.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Continuity of care document for hospital management systems: An implementation perspective

ACM International Conference Proceeding Series
2017 | Conference paper
EID:

2-s2.0-85020872127

Contributors: Srivastava, S.; Soman, S.; Rai, A.; Cheema, A.; Srivastava, P.K.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Deep learning for health informatics: Recent trends and future directions

2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017
2017 | Conference paper
EID:

2-s2.0-85042642972

Contributors: Srivastava, S.; Soman, S.; Rai, A.; Srivastava, P.K.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Large-scale minimal complexity machines using explicit feature maps

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2017 | Journal article
EID:

2-s2.0-85020478484

Contributors: Sharma, M.; Jayadeva; Soman, S.; Pant, H.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

EigenSample: A non-iterative technique for adding samples to small datasets

Elsevier Applied Soft Computing
2017-08-17 | Journal article
Source: Self-asserted source
Sumit Soman
grade
Preferred source (of 2)‎

EigenAnt assisted IACOR for continuous global optimization

2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2017-02-09 | Conference paper
Source: Self-asserted source
Sumit Soman
grade
Preferred source (of 2)‎

Improved sEMG signal classification using the Twin SVM

2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2017-02-09 | Conference paper
Source: Self-asserted source
Sumit Soman
grade
Preferred source (of 2)‎

HealthAnalytic: A concept application for customizable visualization and analysis of health informatics datasets

2016 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2016
2016 | Conference paper
EID:

2-s2.0-85007383742

Contributors: Soman, S.; Kumar, S.; Kumar, S.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Recent trends in neuromorphic engineering

Big Data Analytics
2016 | Journal article
Source: Self-asserted source
Sumit Soman

The twin SVM minimizes the total risk

Pattern Recognition and Big Data
2016 | Book chapter
EID:

2-s2.0-85057086591

Contributors: Jayadeva, A.; Soman, S.; Chandra, S.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Brain computer interfaces for mobile apps: State-of-the-art & future directions

Proceedings of the International Conferences on Interfaces and Human Computer Interaction 2015, IHCI 2015, Game and Entertainment Technologies 2015, GET 2015 and Computer Graphics, Visualization, Computer Vision and Image Processing 2015, CGVCVIP 2015 - Part of the Multi Conference on Computer Science and Information Systems 2015
2015 | Conference paper
EID:

2-s2.0-84969257212

Contributors: Soman, S.; Srivastava, S.; Srivastava, S.; Rajput, N.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Controlling an arduino robot using Brain Computer Interface

2015 | Conference paper
EID:

2-s2.0-84923114998

Contributors: Gargava, P.; Sindwani, K.; Soman, S.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier
grade
Preferred source (of 2)‎

High Performance EEG Signal Classification using Classifiability and the Twin SVM

Front. Comput. Neurosci.
2015 | Journal article
Contributors: Soman Sumit; . Jayadeva
Source: Self-asserted source
Sumit Soman via Crossref Metadata Search

Using Brain Computer Interface for Synthesized Speech Communication for the Physically Disabled

Procedia Computer Science
2015 | Journal article
Source: Self-asserted source
Sumit Soman
grade
Preferred source (of 2)‎

Unique Health Identifier for India: An algorithm and feasibility analysis on patient data

2015 17th International Conference on E-health Networking, Application & Services (HealthCom)
2015-10-14 | Conference paper
Source: Self-asserted source
Sumit Soman
grade
Preferred source (of 3)‎

Benchmarking NLopt and state-of-the-art algorithms for continuous global optimization via IACOR

Swarm and Evolutionary Computation
2015-10-01 | Journal article
Source: Self-asserted source
Sumit Soman
grade
Preferred source (of 3)‎

The MC-ELM: Learning an ELM-like network with minimum VC dimension

2015 International Joint Conference on Neural Networks (IJCNN)
2015-07 | Conference paper
Contributors: Jayadeva; Sumit Soman; Amit Bhaya
Source: Self-asserted source
Sumit Soman via Crossref Metadata Search
grade
Preferred source (of 2)‎

Enhancing IACOR Local Search by Mtsls1-BFGS for Continuous Global Optimization

Proceedings of the 2015 on Genetic and Evolutionary Computation Conference
2015-07-11 | Conference paper
Source: Self-asserted source
Sumit Soman
grade
Preferred source (of 2)‎

Enhancing Incremental Ant Colony Algorithm for Continuous Global Optimization

Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference
2015-07-11 | Conference poster
Source: Self-asserted source
Sumit Soman
grade
Preferred source (of 2)‎

High performance EEG signal classification using classifiability and the Twin SVM

Applied Soft Computing
2015-05 | Journal article
Source: Self-asserted source
Sumit Soman
grade
Preferred source (of 2)‎

Improved classification of motor imagery datasets for BCI by using approximate entropy and WOSF features

2014 International Conference on Signal Processing and Integrated Networks, SPIN 2014
2014 | Conference paper
EID:

2-s2.0-84902438515

Contributors: Gupta, S.S.; Soman, S.; Raj, P.G.; Prakash, R.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Vulnerability of control word in conditional access systems environment

2014 | Journal article
EID:

2-s2.0-84887864096

Contributors: Singhal, A.; Soman, S.; Prakash, R.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Improved classification of motor imagery datasets for BCI by using approximate entropy and WOSF features

2014 International Conference on Signal Processing and Integrated Networks (SPIN)
2014-02 | Conference paper
Contributors: Soumya Sen Gupta; Sumit Soman; P Govind Raj; Rishi Prakash
Source: Self-asserted source
Sumit Soman via Crossref Metadata Search

Transfer learning using adaptive SVM for image classification

2013 IEEE Second International Conference on Image Information Processing (ICIIP-2013)
2013 | Conference paper
Contributors: Arihant Jain; Siddharth Srivastava; Sumit Soman
Source: Self-asserted source
Sumit Soman via Crossref Metadata Search
grade
Preferred source (of 2)‎

Detecting eye movements in EEG for controlling devices

2012 | Conference paper
EID:

2-s2.0-84874557383

Contributors: Sen Gupta, S.; Soman, S.; Govind Raj, P.; Prakash, R.; Sailaja, S.; Borgohain, R.
Source: Self-asserted source
Sumit Soman via Scopus - Elsevier

Non invasive brain computer interface for controlling user desktop

Centre for Development of Advanced Computing
2012-03 | Conference paper
Source: Self-asserted source
Sumit Soman

Peer review (16 reviews for 7 publications/grants)

Review activity for Applied soft computing. (2)
Review activity for Biomedical engineering : applications, basis and communications. (1)
Review activity for IEEE access : (1)
Review activity for IEEE transactions on neural networks and learning systems. (3)
Review activity for IEEE transactions on neural systems and rehabilitation engineering : (1)
Review activity for IETE journal of research. (7)
Review activity for Neural computing & applications. (1)